{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T06:15:43Z","timestamp":1768716943563,"version":"3.49.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/ijcnn.2017.7965968","type":"proceedings-article","created":{"date-parts":[[2017,7,10]],"date-time":"2017-07-10T21:41:30Z","timestamp":1499722890000},"page":"1049-1056","source":"Crossref","is-referenced-by-count":30,"title":["Sharing deep generative representation for perceived image reconstruction from human brain activity"],"prefix":"10.1109","author":[{"given":"Changde","family":"Du","sequence":"first","affiliation":[]},{"given":"Changying","family":"Du","sequence":"additional","affiliation":[]},{"given":"Huiguang","family":"He","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1799","article-title":"Bayesian inference with posterior regularization and applications to infinite latent svms","volume":"15","author":"zhu","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2008.11.004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00047"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.07.043"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2011.08.031"},{"key":"ref15","author":"haiguang wen","year":"2016","journal-title":"Neural encoding and decoding with deep learning for dynamic natural vision"},{"key":"ref16","article-title":"Auto-encoding variational bayes","author":"kingma","year":"2014","journal-title":"ICLRE"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"10 005","DOI":"10.1523\/JNEUROSCI.5023-14.2015","article-title":"Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream","volume":"35","author":"g\u00fc\u00e7l\u00fc","year":"2015","journal-title":"Journal of Neuroscience"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/srep27755"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.05.050"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995651"},{"key":"ref27","first-page":"2980","article-title":"A recurrent latent variable model for sequential data","author":"chung","year":"2015","journal-title":"NIPS"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.11.064"},{"key":"ref6","article-title":"Brain decoding-classification of hand written digits from fmri data employing bayesian networks","volume":"10","author":"elahe'yargholi","year":"2016","journal-title":"Frontiers in Human Neuroscience"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.22087"},{"key":"ref8","first-page":"1083","article-title":"On deep multi-view representation learning","author":"wang","year":"2015","journal-title":"ICML"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00423"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.4286-15.2016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00801"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2014.00173"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.jneumeth.2015.09.032","article-title":"Reconstruction of digit images from human brain fmri activity through connectivity informed bayesian networks","volume":"257","author":"hossein-zadeh","year":"2016","journal-title":"Journal of Neuroscience Methods"},{"key":"ref22","first-page":"3581","article-title":"Semi-supervised learning with deep generative models","author":"kingma","year":"2014","journal-title":"NIPS"},{"key":"ref21","first-page":"73","article-title":"Sparse probabilistic projections","author":"archambeau","year":"2009","journal-title":"NIPS"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126474"},{"key":"ref23","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"duchi","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref25","first-page":"2","author":"van der maaten","year":"2009","journal-title":"A New Benchmark Dataset for Handwritten Character Recognition"}],"event":{"name":"2017 International Joint Conference on Neural Networks (IJCNN)","location":"Anchorage, AK, USA","start":{"date-parts":[[2017,5,14]]},"end":{"date-parts":[[2017,5,19]]}},"container-title":["2017 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7958416\/7965814\/07965968.pdf?arnumber=7965968","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,29]],"date-time":"2019-09-29T10:19:52Z","timestamp":1569752392000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7965968\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2017.7965968","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}